Phase 1

Sarath chandra Makkena
id : 013774228

I. Definition

(approx. 1-2 pages)

Project Overview

AirBnb is a popular home-sharing platform, enabling people all over the world to lease or rent short-term lodgings. For potential hosts, this is a potentially lucrative option for their under-utilised vacation homes, spare rooms or even beds. However, it is difficult for new hosts to ascertain how much their property could earn them and whether it will be a worthy investment. Furthermore, how can they know the true value of their beloved penthouse adorned with designer furniture, compared to your apartment?

This project seeks to solve the problem by building a predictive model for the potential earnings of Airbnb listings, taking into account text descriptions to capture a rich and qualitative model of individual listings. To build this model, I use the dataset provided by Inside Airbnb, where publicly available information about a city’s Airbnb’s listings have been scraped and released for independent, non-commercial use. This includes details about the listing such as no. of rooms, guests available, description, location as well as information about the yield such as price and no. of reviews.

The intended workflow for this project is as follows:

  • Data cleansing : remove unnecessary features like listings-id, scrape-id, URL . alongside removing leaky features that can deviate calculation of yield, like other host properties which aren’t necessary for model as it’s built on property.
  • Building Model : Three models are imposed, Linear regression, Decision tree and Random forests . our intuition to begin with linear regression is to set benchmark accuracy for rest of the models. Perhaps as part of modeling we visualized topics into Intertopic Distance Map. an intuitive tool with adjustable relevance metric.
  • Feature Engineering : With help of natural language technique library to extract features out of text description (like creating corpus, words stemming, creating document term matrix, removing sparse terms etc.). Further feature selection using bag-of-words alongside topic modelling to capture any natural regional segment/topic in the text description.
  • Testing model : Here we used MSE as evaluation metrics for accuracy, also provided insight such as feature importance.

Metrics

Mean squared error is used as the measure for model accuracy. This measures the average of the square of the errors between the actual yield and predicted yield. The formula for this is as follows:

MSE is a commonly used error score for regression models, and allows for an intuitive measure of error i.e. an MSE of 10000 indicates the yield model is off by $100 (square root of 10000). It is always non-negative, and values closer to zero are better.

II. Analysis

In [1]:
import pandas as pd
import os
import re
import numpy as np
import seaborn as sns
import matplotlib as mpl
import matplotlib.pyplot as plt

from sklearn.preprocessing import Imputer
from sklearn.preprocessing import StandardScaler
from sklearn.ensemble import RandomForestRegressor
from sklearn.tree import DecisionTreeClassifier
from sklearn.model_selection import GridSearchCV
from sklearn.model_selection import cross_val_score
from sklearn.model_selection import train_test_split
from sklearn.metrics import classification_report
from sklearn.metrics import confusion_matrix
from sklearn.model_selection import train_test_split
In [2]:
sns.set(style="whitegrid")
seed=42
np.random.seed(seed)
pd.options.display.max_columns = 20
In [3]:
dir_path = os.path.realpath('')
In [4]:
path = os.path.join(dir_path, '../data/listings.csv')
path1 = os.path.join(dir_path, '../data/listings_syn.csv')
df = pd.read_csv(path, header=0, index_col=0)
df1 = pd.read_csv(path1, header=0, index_col=0)
print("Dataset has {} rows, {} columns.".format(*df.shape))
print("Dataset has {} rows, {} columns.".format(*df1.shape))
df = df.append(df1) 
print("Dataset has {} rows, {} columns.".format(*df.shape))
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/IPython/core/interactiveshell.py:3049: DtypeWarning: Columns (43,94) have mixed types. Specify dtype option on import or set low_memory=False.
  interactivity=interactivity, compiler=compiler, result=result)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/IPython/core/interactiveshell.py:3049: DtypeWarning: Columns (43,61,62,94) have mixed types. Specify dtype option on import or set low_memory=False.
  interactivity=interactivity, compiler=compiler, result=result)
Dataset has 22909 rows, 105 columns.
Dataset has 35973 rows, 105 columns.
Dataset has 58882 rows, 105 columns.

Data Exploration

In [5]:
class sizeme():
    """ Class to change html fontsize of object's representation"""
    def __init__(self,ob, size, height=100):
        self.ob = ob
        self.size = size
        self.height = height
    def _repr_html_(self):
        repl_tuple = (self.size, self.height, self.ob._repr_html_())
        return u'<span style="font-size:{0}%; line-height:{1}%">{2}</span>'.format(*repl_tuple)
In [6]:
#Keep selected features

cols_to_keep = [
    'description', 
    'property_type', 'room_type', 'accommodates',
    'bathrooms', 'bedrooms', 'beds', 'square_feet',
    'price', 'cleaning_fee', 'guests_included', 'extra_people', 'minimum_nights',
    'availability_365', 'reviews_per_month', 'latitude', 'longitude', 'bed_type'
]
df = df[cols_to_keep]
show = [ 
    'property_type', 'room_type', 'accommodates',
    'bathrooms', 'square_feet',
    'price',  
    'availability_365', 'reviews_per_month', 'latitude', 'longitude', 'bed_type'
]
table_output = df[show]
print("Dataset has {} rows, {} columns.".format(*df.shape))
sizeme(table_output.head(), 80, 100)
Dataset has 58882 rows, 18 columns.
Out[6]:
property_type room_type accommodates bathrooms square_feet price availability_365 reviews_per_month latitude longitude bed_type
id
9835 House Private room 2 1.0 NaN $60.00 365 0.04 -37.77268 145.09213 Real Bed
10803 Apartment Private room 2 1.0 226.0 $36.00 171 1.56 -37.76651 144.98074 Futon
12936 Apartment Entire home/apt 3 1.0 0.0 $159.00 158 0.21 -37.85976 144.97737 Real Bed
15246 House Private room 1 1.5 0.0 $50.00 0 0.29 -37.75897 144.98923 Real Bed
16760 House Private room 2 1.0 NaN $70.00 257 0.77 -37.86453 144.99224 Real Bed
In [7]:
# Clean numeric fields
num_feats = ['cleaning_fee', 'extra_people', 'price']
df[num_feats] = df[num_feats].replace('[\$,]', '', regex=True)
df[num_feats] = df[num_feats].apply(pd.to_numeric, errors='coerce')
print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 58882 rows, 18 columns.
In [8]:
show = [ 
    'property_type', 'room_type', 'accommodates',
    'bathrooms', 'bedrooms', 'beds', 'square_feet',
    'price',  'square_feet',
    'availability_365', 'reviews_per_month', 'latitude', 'longitude'
]
table_output = df[show].describe()
sizeme(table_output.head(), 80, 100)
Out[8]:
accommodates bathrooms bedrooms beds square_feet price square_feet availability_365 reviews_per_month latitude longitude
count 58882.000000 58841.000000 58860.000000 58811.000000 453.000000 58882.000000 453.000000 58882.000000 44781.000000 58882.000000 58882.000000
mean 3.419381 1.327068 1.567516 2.008859 406.690949 187.845012 406.690949 110.422557 1.345664 -35.405181 148.792903
std 2.219643 0.648274 1.046683 1.527709 1450.182530 334.109934 1450.182530 129.462447 1.606723 1.934105 3.021109
min 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.010000 -38.224430 144.531990
25% 2.000000 1.000000 1.000000 1.000000 0.000000 75.000000 0.000000 0.000000 0.200000 -37.810920 144.994413

The summary statistics reveal certain interesting insights about the dataset, and these are explored individually below.

Removing part-time listings

An Airbnb host can setup a calendar for their listing so that it is only available for a few days or weeks a year. Other listings are available all year round (except for when it is already booked). For consistency, I will use Inside AirBnb's definition of highly available being >60 days a year.

I will remove part-time listings by removing availability <60 days a year, and also newly-listed listings with availability >300 days (using the other tail end as approximation).

The below distribution curve shows a bi-modal distribution for availability, demonstrating two concentrations of listing types. The lower availability peaks below 50 days indicating a part-time or non-committed listing, while the higher availability peaks at almost at the maximum 365 indicating a dedicated rental property.

Once used to clean the data, I will remove availability as it is a leaking feature. It reveals how many bookings there will be in the coming year.

In [9]:
#Distribution of availability_365

fig, axs = plt.subplots(ncols=2, figsize=(16, 4))
fig.suptitle('Distribution of availability (before and after removing part-time listings)')

# Before cleaning
x_axis=df['availability_365'].dropna()
sns.distplot(pd.Series(x_axis, name='Availability (before cleaning)'), ax=axs[0])

# Remove where availability less than 60 days or greater than 300 days
df = df.query('60 <= availability_365 <= 300')
print("Before cleaning, dataset has {} rows, {} columns.".format(*df.shape))

#After cleaning
x_axis=df['availability_365'].dropna()
sns.distplot(pd.Series(x_axis, name='Availability (after cleaning)'), ax=axs[1])
df = df.drop('availability_365', axis = 1)
print("After cleaning, dataset has {} rows, {} columns.".format(*df.shape))
Before cleaning, dataset has 19311 rows, 18 columns.
After cleaning, dataset has 19311 rows, 17 columns.

Removing large houses

For this model, I will remove extremely large rentals accommodating more than 10. The no. of persons a listing can accommodate will directly impact the calculation of yield, and whilst it is possible for a host to influence this number, this is less within their control and more an indicator of size. It is also unlikely that we have enough data to make tailored predictions for such listings.

In [10]:
#Distribution of price

fig, axs = plt.subplots(ncols=2, figsize=(16, 4))
fig.suptitle('Distribution of max guests (before and after removing large listings > 10)', weight='bold', fontsize=12)

# Before cleaning
x_axis=df['accommodates'].dropna()
sns.distplot(pd.Series(x_axis, name='Max guests (before cleaning)'), ax=axs[0])

# Remove where price > 1000
condition = df[df['accommodates'] > 10]
rows_to_drop = condition.index
print("You dropped {} rows.".format(condition.shape[0]))
df = df.drop(rows_to_drop, axis=0)
print("Dataset has {} rows, {} columns.".format(*df.shape))

#After cleaning
x_axis=df['accommodates'].dropna()
sns.distplot(pd.Series(x_axis, name='Max guests (after cleaning)'), ax=axs[1])
You dropped 274 rows.
Dataset has 19037 rows, 17 columns.
Out[10]:
<matplotlib.axes._subplots.AxesSubplot at 0x1a23056710>

Removing high-priced rentals

The below distribution curve for price is right-skewed with a long tail of low frequency high-priced rentals. For this model will remove extremely high priced rentals above $1000/night to maintain comparability.

In [11]:
#Distribution of price

fig, axs = plt.subplots(ncols=2, figsize=(16, 4))
fig.suptitle('Distribution of price (before and after removing high-priced outliers)')

# Before cleaning
x_axis=df['price'].dropna()
sns.distplot(pd.Series(x_axis, name='Price (before cleaning)'), ax=axs[0])

# Remove where price > 1000
condition = df[df['price'] > 1000]
rows_to_drop = condition.index
print("You dropped {} rows.".format(condition.shape[0]))
df = df.drop(rows_to_drop, axis=0)
print("Dataset has {} rows, {} columns.".format(*df.shape))

#After cleaning
x_axis=df['price'].dropna()
sns.distplot(pd.Series(x_axis, name='Price  (after cleaning)'), ax=axs[1])
You dropped 197 rows.
Dataset has 18840 rows, 17 columns.
Out[11]:
<matplotlib.axes._subplots.AxesSubplot at 0x1a227ff5f8>

Changing rare category types into 'other' bucket

For certain categories, we need to have a big enough sample set to ensure that it is statistically significant, i.e. the category is common enough to isolate correlation between that and predictor. This has an added benefit of reducing dimensionality. For property types, I create an 'Others' category for all except for the most common ones - Apartment, House and Bed & Breakfast.

In [12]:
df['property_type'].value_counts()
Out[12]:
Apartment                 10603
House                      4540
Townhouse                   999
Condominium                 487
Guest suite                 403
Guesthouse                  337
Serviced apartment          301
Villa                       224
Loft                        174
Bed and breakfast           145
Bungalow                    131
Cottage                     127
Boutique hotel               82
Hostel                       59
Cabin                        48
Tiny house                   29
Other                        29
Farm stay                    23
Hotel                        19
Camper/RV                    16
Boat                         12
Tent                          9
Aparthotel                    9
Resort                        5
Earth house                   4
Hut                           3
Barn                          3
Castle                        3
Chalet                        3
Campsite                      2
Casa particular (Cuba)        2
Heritage hotel (India)        2
Yurt                          2
Minsu (Taiwan)                1
Dome house                    1
Nature lodge                  1
Cave                          1
Treehouse                     1
Name: property_type, dtype: int64
In [13]:
categories_to_rename = ['Loft','Dorm','Guesthouse','Boutique hotel','Boat','Bungalow','Hostel',
                        'Cabin','Serviced apartment','Camper/RV','Villa','Condominium','Chalet','Parking Space',
                        'Tent','Yurt','Igloo','Ryokan (Japan)','Castle', 'Townhouse', 'Lighthouse']
df['property_type'].loc[df['property_type'].isin(categories_to_rename)] = 'Other'
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/pandas/core/indexing.py:190: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  self._setitem_with_indexer(indexer, value)
In [14]:
categories_to_rename = ['Pull-out Sofa', 'Futon', 'Couch', 'Airbed']
df['bed_type'].loc[df['bed_type'].isin(categories_to_rename)] = 'Non-Real Bed'

Calculation of yield

As disuccsed earlier, Yield is defined as the amount of revenue that a property will earn over a year. This is calculated as follows:

AVERAGE LENGTH OF STAY X PRICE X NO. OF REVIEWS/MTH X REVIEW RATE X 12 MONTHS

In [15]:
#Distribution of yield, availability_365, reviews_per_month

fig, axs = plt.subplots(ncols=2, figsize=(16, 4))
fig.suptitle('Distribution of variables for calculation of yield')
x_axis=df['price'].dropna()
sns.distplot(pd.Series(x_axis, name=x_axis.name), ax=axs[0])
x_axis=df['reviews_per_month'].dropna()
sns.distplot(pd.Series(x_axis, name=x_axis.name), ax=axs[1])
Out[15]:
<matplotlib.axes._subplots.AxesSubplot at 0x1a23333160>
In [16]:
# Calculate yield

# Average length of stay (by city) X Price ('price') X No. of reviews('reviews_per_month') / Review rate('50%')
avg_length_of_stay_mel = 3
review_rate = 0.5
df['price'] = df['price'] + df['cleaning_fee']
df['yield'] = avg_length_of_stay_mel * df['price'] * (df['reviews_per_month'] / review_rate) * 12

cols_to_drop = ['cleaning_fee']
df = df.drop(cols_to_drop, axis = 1)
print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 18840 rows, 17 columns.
In [97]:
fig, ax = plt.subplots(figsize=(15,6))
fig.suptitle('Distribution of Yield (showing only <$20,000/month)')
x_axes = df['yield'].dropna()
x = pd.Series(x_axis, name=x_axis.name)
ax = sns.distplot(x)

Missing values

A preview of the dataset above shows that there are missing values in some of the features such as 'beds', 'price' and 'reviews_per_month'. Depending on the nature of the column, we will treat missing values differently.

In 'square_feet', almost 90% of the rows are missing and I will choose to remove the feature completely

As 'yield' is an important target variable, I will completely remove any rows that have this datum missing. This will also take care of 'price' and 'reviews_per_month' as those are the required data to calculate 'yield'.

For the remaining features with a small number of missing values, I impute the categorical features with the most frequent category and numerical features with the median.

In [18]:
#Missing values imputer from https://gist.github.com/EricTing/7353d70198a3a09d1220

from sklearn.base import TransformerMixin

class DataFrameImputer(TransformerMixin):

    def __init__(self):
        """Impute missing values.

        Columns of dtype object are imputed with the most frequent value 
        in column.

        Columns of other types are imputed with mean of column.

        """
    def fit(self, X, y=None):

        self.fill = pd.Series([X[c].value_counts().index[0]
            if X[c].dtype == np.dtype('O') else X[c].mean() for c in X],
            index=X.columns)

        return self

    def transform(self, X, y=None):
        return X.fillna(self.fill)
In [19]:
# Remove missing yield values
df = df.dropna(subset=['yield'])

# Remove square_feet as it is too sparse.
df = df.drop('square_feet', axis=1)

# Impute most frequent for categorical features
categorical_feats = df.select_dtypes(include=['object']).columns
df[categorical_feats] = DataFrameImputer().fit_transform(df[categorical_feats])

# Impute median for numerical features
num_feats = df.select_dtypes(include=[np.number]).columns
imp = Imputer(missing_values=np.nan, strategy='median', axis=0)
df[num_feats] = imp.fit_transform(df[num_feats])

print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 13490 rows, 16 columns.
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/sklearn/utils/deprecation.py:58: DeprecationWarning: Class Imputer is deprecated; Imputer was deprecated in version 0.20 and will be removed in 0.22. Import impute.SimpleImputer from sklearn instead.
  warnings.warn(msg, category=DeprecationWarning)

Topic modelling for listing description text

For textual information, we use a Natural Language Processing pipeline to convert the corpus into a Document-Term-Matrix, whereby each listing (document) consists of a matrix of terms (processed words). With this in place, we can use Latent Dirichlet Allocation (LDA) to discover topics inherent in the corpus, classify the corpus according to the learned topics and use them as features for the regression model.

LDA is a generative Bayesian inference model that associates each document with a probability distribution over topics, where topics are probability distributions over words. It is an efficient way to analyse large volumes of text and is a more human interpretable method of topic modelling.
In [20]:
# Seperate NLP features
nlp_feats = ['description']
corpus = df[nlp_feats]
df = df.drop(nlp_feats, axis = 1)
print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 13490 rows, 15 columns.
In [21]:
import nltk
nltk.data.path.append("/Users/sarathchandra/anaconda3/envs/projects/lib/nltk_data")

from nltk import word_tokenize
from nltk.tokenize import RegexpTokenizer
from nltk.corpus import stopwords
from nltk.stem import WordNetLemmatizer

from gensim.corpora.dictionary import Dictionary
from gensim.models.tfidfmodel import TfidfModel
from gensim.models.ldamodel import LdaModel

import itertools
from collections import Counter
from collections import defaultdict

import json
import pyLDAvis.gensim
pyLDAvis.enable_notebook()
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/past/types/oldstr.py:5: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working
  from collections import Iterable
In [22]:
def preprocess_text(corpus):
    """Takes a corpus in list format and applies basic preprocessing steps of word tokenization,
     removing of english stop words, lower case and lemmatization."""
    processed_corpus = []
    english_words = set(nltk.corpus.words.words())
    english_stopwords = set(stopwords.words('english'))
    wordnet_lemmatizer = WordNetLemmatizer()
    tokenizer = RegexpTokenizer(r'[\w|!]+')
    for row in corpus:
        word_tokens = tokenizer.tokenize(row)
        word_tokens_lower = [t.lower() for t in word_tokens]
        word_tokens_lower_english = [t for t in word_tokens_lower if t in english_words or not t.isalpha()]
        word_tokens_no_stops = [t for t in word_tokens_lower_english if not t in english_stopwords]
        word_tokens_no_stops_lemmatized = [wordnet_lemmatizer.lemmatize(t) for t in word_tokens_no_stops]
        processed_corpus.append(word_tokens_no_stops_lemmatized)
    return processed_corpus
In [23]:
def nlp_model_pipeline(processed_corpus):
    """Takes processed corpus and produce dictionary, doc_term_matrix and LDA model"""
    # Creates the term dictionary (every unique term in corpus is assigned an index)
    dictionary = Dictionary(processed_corpus)
    # Convert corpus into Document Term Matrix using dictionary prepared above
    doc_term_matrix = [dictionary.doc2bow(listing) for listing in processed_corpus]    
    return dictionary, doc_term_matrix
In [24]:
def LDA_topic_modelling(doc_term_matrix, dictionary, num_topics=3, passes=2):
    # Create an object for LDA model and train it on Document-Term-Matrix
    LDA = LdaModel
    ldamodel = LDA(doc_term_matrix, num_topics=num_topics, id2word = dictionary, passes=passes)
    return ldamodel
In [25]:
def add_topics_to_df(ldamodel, doc_term_matrix, df, new_col, num_topics):
    # Convert into Per-document topic probability matrix:
    docTopicProbMat = ldamodel[doc_term_matrix]
    docTopicProbDf = pd.DataFrame(index=df.index, columns=range(0, num_topics))
    for i, doc in enumerate(docTopicProbMat):
        for topic in doc:
            docTopicProbDf.iloc[i, topic[0]] = topic[1]
    docTopicProbDf[new_col] = docTopicProbDf.astype(float).idxmax(axis=1)
    df_topics = docTopicProbDf[new_col]
    # Merge with df
    df_new = pd.concat([df, df_topics], axis=1)
    return df_new
In [26]:
corpus.head()
Out[26]:
description
id
10803 A large air conditioned room with queen spring...
12936 RIGHT IN THE HEART OF ST KILDA! It doesn't get...
16760 We offer comfortable accommodation in Inner Me...
43429 Study the exquisite detail of the antique Java...
50492 Absolute SUPER CENTRAL LOCATION in hip and coo...
In [27]:
corpus_description = corpus['description'].astype(str)
processed_corpus_description = preprocess_text(corpus_description)
dictionary_description, doc_term_matrix_description = nlp_model_pipeline(processed_corpus_description)
In [28]:
ldamodel_description = LDA_topic_modelling(doc_term_matrix_description, dictionary_description, num_topics=3, passes=10)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/gensim/models/ldamodel.py:826: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)

Exploratory Visualization

The topic models are visualised in an Intertopic Distance Map, which uses the brilliant gensim and pyLDAvis packages. In this visualisation, the area of the circles represent the prevalence of each topic while the length of the bars on the right represent the membership of a term in a particular topic. For example, topic 1 below has the most prevalent, and within topic 1 the term 'walk' has the highest estimated term frequency (red area) compared to the overall term frequency (blue and red area) of the term in the entire corpus.

In [29]:
p = pyLDAvis.gensim.prepare(ldamodel_description, doc_term_matrix_description, dictionary_description)
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/pyLDAvis/_prepare.py:257: FutureWarning: Sorting because non-concatenation axis is not aligned. A future version
of pandas will change to not sort by default.

To accept the future behavior, pass 'sort=False'.

To retain the current behavior and silence the warning, pass 'sort=True'.

  return pd.concat([default_term_info] + list(topic_dfs))
In [30]:
#pyLDAvis.display(p)
In [31]:
pyLDAvis.save_html(p, 'lda.html')

Based on the top terms in each topic, the topics for listings could be described as:

  • Topic 1 - Location: This focuses on location with words such as 'location', 'walk', 'station' and 'central'. This might appeal to travellers who value convenience and proximity to transport links.
  • Topic 2 - Luxury: This seems to focus on modern apartments, with words such as 'kitchen', 'modern', 'private' and 'space' standing out. This might appeal to travellers with a bigger budget and want to stay in a comfortable place with space and privacy
  • Topic 3 - Budget: This focuses on words associated with more basic facilities such as 'bed', 'room', 'shower' and 'clean'. This might appeal to budget travellers who don't want to spend too much and are looking for listings that assure them of the basic amenities.

III. Methodology

Data Preprocessing

The following steps were taken for data preprocessing:

  1. Converting data types (e.g. string into integers)
  2. Removing part-time listings
  3. Removing large houses
  4. Removing high-priced rentals
  5. Changing minor category times into ‘Other’
  6. Calculation of yield
  7. Topic modelling

In addition to those steps already taken, missing values need to be imputed, features have to be selected and categorical features have to be encoded.

In [32]:
cols_to_drop = ['price', 'reviews_per_month']
df_final_viz = df[cols_to_drop]
df = df.drop(cols_to_drop, axis = 1)
print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 13490 rows, 13 columns.

Dummy encoding

Finally, categorical features need to be encoded to be treated properly by the machine learning algorithms. As the algorithms require numerical features only, the different categories have to be given a number. However, the categorical features present do not have any order inherent in them (eg. apartment vs. house) and thus needs to be encoded where 1 is given if the category is true and 0 is not.

In [33]:
# Dummy encoding
categorical_feats = ['property_type', 'room_type', 'bed_type']
df = pd.get_dummies(df, columns=categorical_feats, drop_first=False)
print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 13490 rows, 32 columns.

Implementation

Once the dataset has been processed it is now ready to for the models to be built.

  1. As a first step, the target variable 'yield' has to be seperated from the response variables to from the X and y data sets.
  2. Both X and y data sets and respectively split into a training set and a testing set. I chose to use 30% of the data set for the testing set. As part of the splitting process, the data set is also shuffled to ensure there is no inherent or hidden order to the data set and that both the testing and training sets are a fair representative of the complete data set.
  3. In the training phase, the training set is fitted to the 3 algorithms set out in the 'Algorithms and Techniques' section. During this process, the models are tuned using scikit-learn's GridSearchCV function. This allows us to set out a grid of parameters to iteratively train and set the models on and ultimately choose the best parameters. As tree-based algorithms are being applied, the parameters being tuned are the max no. of features used, the max depth of trees, the minimum sample split and the no. of trees grown (for random forest).
  4. Once the 3 models have been fit, they are scored on the testing set. To do this, we predict the 'yield' variable using the trained models on the response data set. The predicted 'yield' values are scored against the actual 'yield' values in the test set using the mean squared error (MSE) as set out in the 'Metrics' section. Variance is also measured alongside MSE to have a better view of consistency of our models.
  5. After each model is trained and tested, the results are compared to check that more complicated models do indeed produce a better accuracy.
In [34]:
# Create response and target variable
target = 'yield'
X = df.drop(target, axis=1)
y = df[target]
In [35]:
# Train test split
test_size = 0.3

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=test_size, random_state=seed)

Linear regression model

As outlined in the 'Algorithms and Techniques' section, I fit the data to a linear regression model. This produces an MSE of 1003809347.59 and a variance of 0.23. While not the most powerful model, it is simple and quick and will form our baseline model.

In [36]:
from sklearn import linear_model
from sklearn.metrics import mean_squared_error, r2_score
In [37]:
# Create linear regression object
regr = linear_model.LinearRegression()

# Train the model using the training sets
regr.fit(X_train, y_train)
Out[37]:
LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None,
         normalize=False)
In [38]:
# Make predictions using the testing set
regr_y_pred = regr.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, regr_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, regr_y_pred))
Mean squared error: 1003809347.59
Variance score: 0.23

Decision tree model

The next step is to fit a Decision Tree model. This is more complex, and returns a lower MSE of 884066048.57. While this is a better result, the improvement is not significant.

In [39]:
from sklearn.tree import DecisionTreeRegressor
In [40]:
# Fit regression model
dt_regr = DecisionTreeRegressor(random_state=seed, max_depth=5)
dt_regr.fit(X_train, y_train)
Out[40]:
DecisionTreeRegressor(criterion='mse', max_depth=5, max_features=None,
           max_leaf_nodes=None, min_impurity_decrease=0.0,
           min_impurity_split=None, min_samples_leaf=1,
           min_samples_split=2, min_weight_fraction_leaf=0.0,
           presort=False, random_state=42, splitter='best')
In [41]:
# Make prediction
dt_y_pred = dt_regr.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, dt_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, dt_y_pred))
Mean squared error: 884066048.57
Variance score: 0.32

Random forest model

Finally, I fit a Random Forest model. This is the most complex model, and returns the best results of 782111891.15 MSE and 0.40 variance. This suggests that the data set has many non-linear relationships which can only be captured by a more complex model.

In [42]:
rf_regr = RandomForestRegressor(random_state=seed, bootstrap=True, criterion='mse', max_depth=10, 
                           max_features='auto', min_samples_split=4, n_estimators=150)

rf_regr.fit(X_train, y_train)
Out[42]:
RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=10,
           max_features='auto', max_leaf_nodes=None,
           min_impurity_decrease=0.0, min_impurity_split=None,
           min_samples_leaf=1, min_samples_split=4,
           min_weight_fraction_leaf=0.0, n_estimators=150, n_jobs=None,
           oob_score=False, random_state=42, verbose=0, warm_start=False)
In [43]:
# Make prediction
rf_y_pred = rf_regr.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, rf_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, rf_y_pred))
Mean squared error: 782111891.15
Variance score: 0.40

Refinement

In [44]:
df.isnull().any()
Out[44]:
accommodates                            False
bathrooms                               False
bedrooms                                False
beds                                    False
guests_included                         False
extra_people                            False
minimum_nights                          False
latitude                                False
longitude                               False
yield                                   False
property_type_Aparthotel                False
property_type_Apartment                 False
property_type_Barn                      False
property_type_Bed and breakfast         False
property_type_Casa particular (Cuba)    False
property_type_Cottage                   False
property_type_Earth house               False
property_type_Farm stay                 False
property_type_Guest suite               False
property_type_Heritage hotel (India)    False
property_type_Hotel                     False
property_type_House                     False
property_type_Hut                       False
property_type_Nature lodge              False
property_type_Other                     False
property_type_Resort                    False
property_type_Tiny house                False
room_type_Entire home/apt               False
room_type_Private room                  False
room_type_Shared room                   False
bed_type_Non-Real Bed                   False
bed_type_Real Bed                       False
dtype: bool
In [45]:
df = add_topics_to_df(ldamodel_description, doc_term_matrix_description, df, new_col='topics_description', num_topics=3)
df['topics_description'].replace({0:'Location', 1:'Luxury', 2:'Budget'},inplace=True)
df = pd.get_dummies(df, columns=['topics_description'], drop_first=False)
print("Dataset has {} rows, {} columns.".format(*df.shape))
Dataset has 13490 rows, 35 columns.
In [46]:
pyLDAvis.display(df)
Out[46]:
In [47]:
# Create response and target variable
X = df.drop(target, axis=1)
y = df[target]
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=test_size, random_state=seed)
In [48]:
rf_regr.fit(X_train, y_train)
Out[48]:
RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=10,
           max_features='auto', max_leaf_nodes=None,
           min_impurity_decrease=0.0, min_impurity_split=None,
           min_samples_leaf=1, min_samples_split=4,
           min_weight_fraction_leaf=0.0, n_estimators=150, n_jobs=None,
           oob_score=False, random_state=42, verbose=0, warm_start=False)
In [49]:
# Make prediction
rf_y_pred = rf_regr.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, rf_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, rf_y_pred))
Mean squared error: 780005542.33
Variance score: 0.40

Tuning the final model

After confirming that including NLP features helps to improve accuracy, it is included in the final model. The parameters for the final Random Forest model is then tuned using scikit-learn's GridSearchCV.

A parameters grid of hyperparameters are created for GridSearchCV to iteratively use and test for the best cross-validated accuracy.

In [50]:
#Tuning the model
param_grid = { "n_estimators"      : [175, 200, 225, 250],
           "criterion"         : ['mse'],
           "max_features"      : ['auto'], #auto, sqrt, log2, int/n_feature
           "max_depth"         : [10, 14, 15, 16, 18],
           "min_samples_split" : [6, 7, 8, 9, 10] ,
           "bootstrap": [True]}
In [51]:
rf = RandomForestRegressor(random_state=seed)

rf_cv = GridSearchCV(rf, param_grid, cv=5)
rf_cv.fit(X_train, y_train)
Out[51]:
GridSearchCV(cv=5, error_score='raise-deprecating',
       estimator=RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None,
           max_features='auto', max_leaf_nodes=None,
           min_impurity_decrease=0.0, min_impurity_split=None,
           min_samples_leaf=1, min_samples_split=2,
           min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=None,
           oob_score=False, random_state=42, verbose=0, warm_start=False),
       fit_params=None, iid='warn', n_jobs=None,
       param_grid={'n_estimators': [175, 200, 225, 250], 'criterion': ['mse'], 'max_features': ['auto'], 'max_depth': [10, 14, 15, 16, 18], 'min_samples_split': [6, 7, 8, 9, 10], 'bootstrap': [True]},
       pre_dispatch='2*n_jobs', refit=True, return_train_score='warn',
       scoring=None, verbose=0)
In [52]:
# Make prediction
rf_y_pred = rf_cv.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, rf_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, rf_y_pred))
# Best params
print("Tuned Model Parameters: {}".format(rf_cv.best_params_))
Mean squared error: 758407903.41
Variance score: 0.42
Tuned Model Parameters: {'bootstrap': True, 'criterion': 'mse', 'max_depth': 18, 'max_features': 'auto', 'min_samples_split': 10, 'n_estimators': 250}

IV. Results

Model Evaluation and Validation

In [53]:
# Change variables
random_state = 59

X = df.drop(target, axis=1)
y = df[target]
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=test_size, random_state=seed)

# Fit and make prediction
rf_regr.fit(X_train, y_train)
rf_y_pred = rf_regr.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, rf_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, rf_y_pred))
Mean squared error: 780005542.33
Variance score: 0.40
In [54]:
# Change variables
test_size = 0.2

X = df.drop(target, axis=1)
y = df[target]
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=test_size, random_state=seed)

# Fit and make prediction
rf_regr.fit(X_train, y_train)
rf_y_pred = rf_regr.predict(X_test)

# The mean squared error
print("Mean squared error: %.2f" % mean_squared_error(y_test, rf_y_pred))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % r2_score(y_test, rf_y_pred))
Mean squared error: 786681447.43
Variance score: 0.41
In [56]:
df
Out[56]:
accommodates bathrooms bedrooms beds guests_included extra_people minimum_nights latitude longitude yield ... property_type_Resort property_type_Tiny house room_type_Entire home/apt room_type_Private room room_type_Shared room bed_type_Non-Real Bed bed_type_Real Bed topics_description_Budget topics_description_Location topics_description_Luxury
id
10803 2.0 1.0 1.0 1.0 1.0 15.0 3.0 -37.76651 144.98074 5054.40 ... 0 0 0 1 0 1 0 0 0 1
12936 3.0 1.0 1.0 2.0 2.0 29.0 3.0 -37.85976 144.97737 3916.08 ... 0 0 1 0 0 0 1 1 0 0
16760 2.0 1.0 1.0 1.0 1.0 20.0 1.0 -37.86453 144.99224 4712.40 ... 0 0 0 1 0 0 1 0 0 1
43429 2.0 1.0 1.0 1.0 1.0 0.0 2.0 -37.89960 145.11447 19051.20 ... 0 0 1 0 0 0 1 0 0 1
50492 4.0 1.0 2.0 2.0 2.0 29.0 3.0 -37.86127 144.98038 14854.32 ... 0 0 1 0 0 0 1 1 0 0
66754 4.0 1.0 1.0 2.0 2.0 29.0 3.0 -37.82092 144.99384 8431.92 ... 0 0 1 0 0 0 1 1 0 0
72576 2.0 1.0 1.0 1.0 1.0 10.0 3.0 -37.80689 144.97946 39926.88 ... 0 0 0 1 0 0 1 0 0 1
74324 5.0 1.0 2.0 2.0 1.0 24.0 1.0 -37.80275 144.97616 39463.20 ... 0 0 1 0 0 0 1 0 0 1
74548 1.0 2.0 1.0 1.0 1.0 0.0 2.0 -37.81550 144.95894 17690.40 ... 0 0 0 1 0 0 1 0 1 0
80986 3.0 1.0 1.0 2.0 2.0 29.0 3.0 -37.81639 145.00262 9618.48 ... 0 0 1 0 0 0 1 1 0 0
86369 2.0 1.0 1.0 1.0 1.0 25.0 21.0 -37.86971 145.00662 4354.56 ... 0 0 1 0 0 0 1 1 0 0
120487 4.0 1.0 1.0 2.0 2.0 20.0 2.0 -37.99107 145.07643 8870.40 ... 0 0 1 0 0 0 1 0 0 1
133617 2.0 2.0 1.0 2.0 1.0 30.0 3.0 -37.84317 144.94031 1296.00 ... 0 0 0 1 0 0 1 0 1 0
150729 2.0 1.0 1.0 1.0 1.0 10.0 3.0 -37.80508 144.97942 34344.00 ... 0 0 0 1 0 0 1 0 0 1
161033 2.0 1.0 1.0 1.0 2.0 0.0 2.0 -37.63282 145.49766 14446.08 ... 0 0 1 0 0 0 1 0 0 1
161404 6.0 3.0 3.0 5.0 2.0 20.0 3.0 -37.75651 145.03991 8028.72 ... 0 0 1 0 0 0 1 1 0 0
163077 3.0 1.0 1.0 2.0 2.0 29.0 3.0 -37.87959 144.99165 7571.52 ... 0 0 1 0 0 0 1 1 0 0
189128 2.0 1.0 1.0 1.0 1.0 20.0 1.0 -37.81760 145.05913 6278.40 ... 0 0 0 1 0 0 1 0 0 1
189406 3.0 1.0 1.0 2.0 2.0 15.0 3.0 -37.81758 144.99833 2434.32 ... 0 0 1 0 0 0 1 1 0 0
227028 3.0 1.0 2.0 2.0 2.0 25.0 2.0 -37.81571 144.96748 19983.60 ... 0 0 1 0 0 0 1 0 0 1
244952 3.0 1.0 1.0 1.0 2.0 20.0 3.0 -37.80403 144.97908 41418.00 ... 0 0 1 0 0 0 1 0 0 1
247006 2.0 1.0 1.0 1.0 2.0 100.0 2.0 -37.84506 144.95710 9803.52 ... 0 0 0 1 0 0 1 0 0 1
248235 8.0 3.0 5.0 6.0 8.0 20.0 5.0 -37.86392 145.01737 5325.84 ... 0 0 1 0 0 0 1 0 0 1
252381 3.0 1.0 1.0 2.0 2.0 29.0 3.0 -37.88603 144.98823 8408.88 ... 0 0 1 0 0 0 1 1 0 0
263871 2.0 1.0 1.0 1.0 2.0 50.0 14.0 -37.81695 144.96295 9864.00 ... 0 0 1 0 0 0 1 0 1 0
267678 2.0 1.0 1.0 1.0 1.0 0.0 3.0 -37.85302 144.99628 10886.40 ... 0 0 1 0 0 0 1 0 0 1
268849 6.0 1.0 1.0 1.0 2.0 35.0 1.0 -37.83692 144.99285 57409.20 ... 0 0 1 0 0 0 1 0 0 1
280698 5.0 1.5 2.0 3.0 2.0 29.0 3.0 -37.87384 144.98861 15128.64 ... 0 0 1 0 0 0 1 1 0 0
283257 6.0 2.0 3.0 4.0 2.0 30.0 3.0 -37.80440 144.98213 26076.96 ... 0 0 1 0 0 0 1 0 0 1
300679 2.0 2.0 1.0 1.0 1.0 15.0 2.0 -37.94000 145.09679 2012.40 ... 0 0 0 1 0 0 1 0 1 0
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
32430191 2.0 2.0 1.0 1.0 1.0 0.0 2.0 -33.75291 151.28638 5760.00 ... 0 0 0 1 0 0 1 0 1 0
32431652 1.0 1.0 1.0 1.0 1.0 0.0 1.0 -33.83380 151.16987 38520.00 ... 0 0 0 1 0 0 1 0 0 1
32431850 7.0 1.0 2.0 4.0 4.0 23.0 1.0 -33.88710 151.19777 22320.00 ... 0 0 1 0 0 0 1 0 1 0
32456852 2.0 1.0 1.0 1.0 2.0 90.0 1.0 -33.60144 151.32122 16560.00 ... 0 0 0 1 0 0 1 0 0 1
32458317 4.0 1.0 1.0 1.0 2.0 30.0 1.0 -33.87444 151.19304 55512.00 ... 0 0 1 0 0 0 1 0 1 0
32470695 2.0 1.0 0.0 1.0 1.0 0.0 1.0 -33.86840 151.22514 28368.00 ... 0 0 1 0 0 0 1 0 0 1
32473798 4.0 1.0 2.0 2.0 1.0 50.0 2.0 -33.78037 151.28263 22320.00 ... 0 0 1 0 0 0 1 0 0 1
32476379 2.0 1.0 1.0 1.0 2.0 0.0 2.0 -33.89280 151.18418 21600.00 ... 0 0 1 0 0 0 1 0 0 1
32478447 6.0 2.0 2.0 3.0 6.0 30.0 1.0 -33.86992 151.20511 31680.00 ... 0 0 1 0 0 0 1 0 1 0
32483623 5.0 2.0 2.0 3.0 1.0 0.0 2.0 -33.87392 151.22335 36648.00 ... 0 0 1 0 0 0 1 1 0 0
32505578 2.0 1.0 0.0 1.0 1.0 0.0 3.0 -33.88303 151.21640 14688.00 ... 0 0 1 0 0 0 1 1 0 0
32512766 1.0 1.5 1.0 1.0 1.0 10.0 2.0 -33.95230 151.05639 4176.00 ... 0 0 0 1 0 0 1 0 0 1
32517797 6.0 1.0 3.0 4.0 1.0 0.0 1.0 -33.79669 151.18732 25920.00 ... 0 0 1 0 0 0 1 0 1 0
32524911 2.0 1.0 0.0 1.0 1.0 0.0 2.0 -33.82272 151.00020 9000.00 ... 0 0 1 0 0 0 1 0 1 0
32527420 4.0 2.0 2.0 3.0 1.0 0.0 2.0 -33.85698 151.15979 64800.00 ... 0 0 1 0 0 0 1 0 0 1
32530885 4.0 1.0 1.0 3.0 1.0 10.0 1.0 -33.90341 151.20853 19512.00 ... 0 0 1 0 0 0 1 0 1 0
32540474 2.0 1.0 1.0 2.0 1.0 0.0 1.0 -33.87629 151.10128 5760.00 ... 0 0 0 1 0 0 1 0 1 0
32543754 2.0 2.0 1.0 1.0 1.0 0.0 3.0 -33.90649 151.18360 9360.00 ... 0 0 1 0 0 0 1 0 1 0
32550565 6.0 1.5 2.0 3.0 5.0 25.0 2.0 -33.85640 151.20274 23616.00 ... 0 0 1 0 0 0 1 1 0 0
32559236 2.0 1.0 1.0 1.0 1.0 0.0 1.0 -33.92202 151.18460 6480.00 ... 0 0 0 1 0 0 1 0 1 0
32563037 8.0 2.5 4.0 4.0 1.0 0.0 1.0 -33.84255 151.01308 18504.00 ... 0 0 1 0 0 0 1 0 1 0
32576775 3.0 1.0 2.0 3.0 2.0 20.0 1.0 -33.81604 151.05407 3960.00 ... 0 0 0 1 0 0 1 1 0 0
32583270 2.0 2.0 1.0 1.0 1.0 15.0 1.0 -33.88611 151.21516 11520.00 ... 0 0 0 1 0 0 1 0 1 0
32583404 3.0 2.0 1.0 1.0 1.0 15.0 1.0 -33.88556 151.21381 6120.00 ... 0 0 0 1 0 0 1 0 1 0
32583510 2.0 2.0 1.0 1.0 1.0 15.0 1.0 -33.88574 151.21573 5040.00 ... 0 0 0 1 0 0 1 0 1 0
32593940 4.0 1.0 0.0 2.0 1.0 0.0 1.0 -33.72944 151.25889 11376.00 ... 0 0 1 0 0 0 1 1 0 0
32595445 2.0 1.0 1.0 1.0 1.0 0.0 2.0 -33.81142 151.22056 12312.00 ... 0 0 1 0 0 0 1 0 1 0
32618337 2.0 1.0 1.0 1.0 1.0 0.0 2.0 -33.87741 151.22008 15192.00 ... 0 0 1 0 0 0 1 1 0 0
32642125 2.0 1.0 1.0 1.0 1.0 10.0 1.0 -33.83629 151.12726 5040.00 ... 0 0 0 1 0 0 1 0 1 0
32757732 5.0 1.0 2.0 4.0 2.0 8.0 1.0 -33.96683 151.10157 19080.00 ... 0 0 1 0 0 0 1 0 1 0

13490 rows × 35 columns

In [86]:
X_test.loc[32757732]
Out[86]:
accommodates                              5.00000
bathrooms                                 1.00000
bedrooms                                  2.00000
beds                                      4.00000
guests_included                           2.00000
extra_people                              8.00000
minimum_nights                            1.00000
latitude                                -33.96683
longitude                               151.10157
property_type_Aparthotel                  0.00000
property_type_Apartment                   1.00000
property_type_Barn                        0.00000
property_type_Bed and breakfast           0.00000
property_type_Casa particular (Cuba)      0.00000
property_type_Cottage                     0.00000
property_type_Earth house                 0.00000
property_type_Farm stay                   0.00000
property_type_Guest suite                 0.00000
property_type_Heritage hotel (India)      0.00000
property_type_Hotel                       0.00000
property_type_House                       0.00000
property_type_Hut                         0.00000
property_type_Nature lodge                0.00000
property_type_Other                       0.00000
property_type_Resort                      0.00000
property_type_Tiny house                  0.00000
room_type_Entire home/apt                 1.00000
room_type_Private room                    0.00000
room_type_Shared room                     0.00000
bed_type_Non-Real Bed                     0.00000
bed_type_Real Bed                         1.00000
topics_description_Budget                 0.00000
topics_description_Location               1.00000
topics_description_Luxury                 0.00000
Name: 32757732, dtype: float64
In [88]:
# Change inputs - accommodates

test_data = X_test.loc[32757732]
print(rf_cv.predict(test_data.values.reshape(1, -1)))

test_data['accommodates'] = 1
print(rf_cv.predict(test_data.values.reshape(1, -1)))

test_data['accommodates'] = 4
print(rf_cv.predict(test_data.values.reshape(1, -1)))
[35817.43685313]
[22439.45559899]
[33032.10237007]
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/ipykernel_launcher.py:6: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  
/Users/sarathchandra/anaconda3/envs/projects/lib/python3.7/site-packages/ipykernel_launcher.py:9: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  if __name__ == '__main__':
In [89]:
#Display feature importance
def feature_importance(model, trainData, display_n_rows):
    """Display feature importance & weighting for tree based model"""
    fi = model.feature_importances_*100
    feat_imp = pd.DataFrame(list(zip(fi,trainData.columns.values)))
    feat_imp = feat_imp.sort_values(by=0, axis=0, ascending=False)
    feat_imp.columns = ['importance %', 'feature']
    print(feat_imp[:display_n_rows])
In [90]:
#Display features & weighting
rf_best = rf_cv.best_estimator_
feature_importance(rf_best, X_train, 20)
    importance %                      feature
8      20.204709                    longitude
26     16.962856    room_type_Entire home/apt
7      15.894489                     latitude
6      12.768383               minimum_nights
0      10.574547                 accommodates
5       5.560122                 extra_people
4       3.752252              guests_included
1       3.576053                    bathrooms
3       2.787824                         beds
2       2.559006                     bedrooms
10      0.862666      property_type_Apartment
32      0.808981  topics_description_Location
31      0.797069    topics_description_Budget
33      0.629756    topics_description_Luxury
23      0.569173          property_type_Other
14      0.460929        property_type_Cottage
20      0.447761          property_type_House
16      0.306353      property_type_Farm stay
17      0.218365    property_type_Guest suite
25      0.147398     property_type_Tiny house

Justification

The final MSE is 782111891.15 with a variance score of 0.40, which is a significantly better result compared to the baseline model with an MSE of 1003809347.59 and variance of 0.23. The final model has also been rigorously tested, cross-validated and evaluated with different inputs and been proven to be a robust solution.

This justifies the use of the final model, as it is robust and a more accurate predictor of AirBnb yield compared to a simple linear regression model. It has a lower error rate, and is able to more consistently predict a yield that is closer to the actual yield.

V. Conclusion

Free-Form Visualization

In [91]:
df2 = df.join(df_final_viz)
nlp_feats = ['topics_description_Budget', 'topics_description_Location', 'topics_description_Luxury']
df2['topics_description'] = df2[nlp_feats].idxmax(axis=1)
df2['topics_description'] = df2['topics_description'].str.replace('topics_description_', '')
In [92]:
df3 = df2[['topics_description', 'price', 'reviews_per_month']].groupby(['topics_description']).mean()
df3['count'] = df2[['yield', 'topics_description']].groupby(['topics_description']).count()['yield']
df3['reviews_per_year'] = df3['reviews_per_month']*12
df3['color'] = ['R', 'G', 'B']
In [98]:
plt.figure(figsize=(9, 6))

# Unique category labels:
color_labels = df3['color'].unique()

# List of RGB triplets
rgb_values = sns.color_palette("Set2", 8)

# Map label to RGB
color_map = dict(zip(color_labels, rgb_values))

# Finally use the mapped values
plt.scatter(df3['reviews_per_year'], df3['price'], c=df3['color'].map(color_map), s=df3['count']*1.5)



plt.xlabel('Avg. no. of reviews / year')
plt.ylabel('Avg. price / night ($)')
plt.title('Average price and frequency of reviews by description topic', weight='bold', fontsize=14)

for i, txt in enumerate(df3.index):
    plt.annotate(txt, (df3['reviews_per_year'].iat[i]-0.3,df3['price'].iat[i]), fontsize=11, weight='bold')

Improvement

Looking back on the project, there have been numerous learnings and further improvements that could have been made.

As topic modelling was a big part of the project, a potential improvement would be to try and implement other topic modelling algorithms. While I focussed on LDA due to its interpretability, there were other algorithms such as Non-Negative Matrix Factorization that might have also led to good results. I could also have taken a more scientific approach to choosing the number of topics, and perhaps build a pipeline to iterate through a range of numbers to choose to optimal number with the highest predictive power.

Ultimately, I am happy with the end results and am convinced that the final solution is better than the benchmark initially established. Nevertheless, there will always be further improvements that can be made.

What made this project unique was the attempt to use alternative data sources (in this case, text data) to improve predictive models of AirBnb yield. In a similar vein, AirBnb listings images could also be used as potential features. Attempting this would be quite complicated, requring an understanding of image recognition techniques but also the use of big data processing due to the amount of images one would need to analyse. Nevertheless, that would undoubtedly be an interesting next step to pursue.

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